Publications

2019

Automatic L2 Regularization for Multiple Generalized Additive Models

Y. El Bachir / A. C. Davison (Dir.)  

Lausanne: EPFL, 2019. DOI : 10.5075/epfl-thesis-9393.

Large-scale variational inference for Bayesian joint regression modelling of high-dimensional genetic data

H. Ruffieux / A. C. Davison; J. Hager (Dir.)  

Lausanne: EPFL, 2019. DOI : 10.5075/epfl-thesis-9139.

2018

Dependence properties of spatial rainfall extremes and areal reduction factors

P. D. Le; A. C. Davison; S. Engelke; M. Leonard; S. Westra 

Journal Of Hydrology. 2018-10-01. DOI : 10.1016/j.jhydrol.2018.08.061.

'The life of man, solitary, poore, nasty, brutish, and short': Discussion of the paper by Rootzen and Zholud

A. C. Davison 

Extremes. 2018-09-01. DOI : 10.1007/s10687-018-0329-5.

High-dimensional peaks-over-threshold inference

R. de Fondeville; A. C. Davison 

Biometrika. 2018-09-01. DOI : 10.1093/biomet/asy026.

Functional Peaks-Over-Threshold Analysis for Complex Extreme Events

R. G. T. M. M. de Deloÿe et Fourcade de Fondeville / A. C. Davison (Dir.)  

Lausanne: EPFL, 2018. DOI : 10.5075/epfl-thesis-8927.

Optimal regionalization of extreme value distributions for flood estimation

P. Asadi; S. Engelke; A. Davison 

JOURNAL OF HYDROLOGY. 2018. DOI : 10.1016/j.jhydrol.2017.10.051.

Automatic module selection from several microarray gene expression studies

A. Zollinger; A. Davison; D. Goldstein 

BIOSTATISTICS. 2018. DOI : 10.1093/biostatistics/kxx032.

Semiparametric Bayesian Risk Estimation for Complex Extremes

T. Lugrin / A. C. Davison; J. A. Tawn (Dir.)  

Lausanne: EPFL, 2018. DOI : 10.5075/epfl-thesis-8349.

2017

Robust Bounds In Multivariate Extremes

S. Engelke; J. Ivanovs 

Annals Of Applied Probability. 2017. DOI : 10.1214/17-Aap1294.

Efficient inference for genetic association studies with multiple outcomes

H. Ruffieux; A. C. Davison; J. Hager; I. Irincheeva 

Biostatistics. 2017. DOI : 10.1093/biostatistics/kxx007.

Bridging asymptotic independence and dependence in spatial extremes using Gaussian scale mixtures

R. Huser; T. Opitz; E. Thibaud 

Spatial Statistics. 2017. DOI : 10.1016/j.spasta.2017.06.004.

Extremal attractors of Liouville copulas

L. R. Belzile; J. G. Nešlehová 

Journal of Multivariate Analysis. 2017. DOI : 10.1016/j.jmva.2017.05.008.

Generalized Pickands constants and stationary max-stable processes

K. Debicki; S. Engelke; E. Hashorva 

Extremes. 2017. DOI : 10.1007/s10687-017-0289-1.

A Functional Framework for Enhanced Ultrasound Imaging

L. Roquette 

2017.

Quasi-random numbers for copula models

M. Cambou; M. Hofert; C. Lemieux 

Statistics And Computing. 2017. DOI : 10.1007/s11222-016-9688-4.

Contributions to Modelling Extremes of Spatial Data

L. Frossard / A. C. Davison (Dir.)  

Lausanne: EPFL, 2017. DOI : 10.5075/epfl-thesis-7479.

Modelling across extremal dependence classes

J. L. Wadsworth; J. A. Tawn; A. C. Davison; D. M. Elton 

Journal Of The Royal Statistical Society Series B-Statistical Methodology. 2017. DOI : 10.1111/rssb.12157.

2016

ODE parameter estimation through a runner's model application

L. Roquette 

2016.

Bayesian Inference For The Brown-Resnick Process, With An Application To Extreme Low Temperatures

E. Thibaud; J. Aalto; D. S. Cooley; A. C. Davison; J. Heikkinen 

Annals of Applied Statistics. 2016. DOI : 10.1214/16-Aoas980.

Bayesian uncertainty management in temporal dependence of extremes

T. Lugrin; A. C. Davison; J. A. Tawn 

Extremes. 2016. DOI : 10.1007/s10687-016-0258-0.

A Bayesian view of doubly robust causal inference

O. Saarela; L. R. Belzile; D. A. Stephens 

Biometrika. 2016. DOI : 10.1093/biomet/asw025.

A Levy-derived process seen from its supremum and max-stable processes

S. Engelke; J. Ivanovs 

Electronic Journal Of Probability. 2016. DOI : 10.1214/16-Ejp1112.

The roles of coupling and the deviation matrix in determining the value of capacity in M/M/1/C queues

P. Braunsteins; S. Hautphenne; P. G. Taylor 

Queueing Systems. 2016. DOI : 10.1007/s11134-016-9480-3.

Exact simulation of max-stable processes

C. Dombry; S. Engelke; M. Oesting 

Biometrika. 2016. DOI : 10.1093/biomet/asw008.

Lyapunov Exponents for Branching Processes in a Random Environment: The Effect of Information

S. Hautphenne; G. Latouche 

Journal Of Statistical Physics. 2016. DOI : 10.1007/s10955-016-1474-3.

Likelihood estimators for multivariate extremes

R. Huser; A. C. Davison; M. G. Genton 

Extremes. 2016. DOI : 10.1007/s10687-015-0230-4.

A characterization of the normal distribution using stationary max-stable processes

S. Engelke; Z. Kabluchko 

Extremes. 2016. DOI : 10.1007/s10687-015-0235-z.

Bayesian Uncertainty Management in Temporal Dependence of Extremes

T. Lugrin; A. C. Davison; J. A. Tawn 

Extremes -Dordrecht-. 2016. 

2015

Likelihood Estimation for the INAR(p) Model by Saddlepoint Approximation

X. Pedeli; A. C. Davison; K. Fokianos 

Journal Of The American Statistical Association. 2015. DOI : 10.1080/01621459.2014.983230.

Objective Bayesian Model Selection

T. Lugrin 

2015

Max-stable processes and stationary systems of Levy particles

S. Engelke; Z. Kabluchko 

Stochastic Processes And Their Applications. 2015. DOI : 10.1016/j.spa.2015.07.001.

A simple model-based approach to variable selection in classification and clustering

V. Partovi Nia; A. C. Davison 

Canadian Journal Of Statistics-Revue Canadienne De Statistique. 2015. DOI : 10.1002/cjs.11241.

Statistics of Extremes

A. C. Davison; R. Huser 

Annual Review Of Statistics And Its Application, Vol. 2; Palo Alto: Annual Reviews, 2015. p. 203-235.

Extremal behavior of squared Bessel processes attracted by the Brown-Resnick process

B. Das; S. Engelke; E. K. Hashorva 

Stochastic Processes And Their Applications. 2015. DOI : 10.1016/j.spa.2014.09.006.

Meta-analysis of incomplete microarray studies

A. Leboucq; A. C. Davison; D. Goldstein 

Biostatistics. 2015. DOI : 10.1093/biostatistics/kxv014.

2014

Additive Smooth Modelling with Splines

T. Lugrin 

2014

Heavy-tail Phenomena: Spatio-temporal Extremal Dependence

T. Lugrin 

2014

Measuring the relative effect of factors affecting species distribution model predictions

E. Thibaud; B. Petitpierre; O. Broennimann; A. C. Davison; A. Guisan 

Methods In Ecology And Evolution. 2014. DOI : 10.1111/2041-210X.12203.

Contributions to Spatial Statistics

E. Thibaud / A. C. Davison (Dir.)  

Lausanne: EPFL, 2014. DOI : 10.5075/epfl-thesis-6426.

Meta-analysis of Incomplete Microarray Studies

A. Leboucq / A. C. Davison; D. Goldstein (Dir.)  

Lausanne: EPFL, 2014. DOI : 10.5075/epfl-thesis-6371.

Spectral Density Ratio Models for Multivariate Extremes

M. De Carvalho; A. C. Davison 

Journal Of The American Statistical Association. 2014. DOI : 10.1080/01621459.2013.872651.

Accurate Directional Inference for Vector Parameters in Linear Exponential Families

A. C. Davison; D. A. S. Fraser; N. Reid; N. Sartori 

Journal Of The American Statistical Association. 2014. DOI : 10.1080/01621459.2013.839451.

Efficient inference for spatial extreme value processes associated to log-Gaussian random functions

J. L. Wadsworth; J. A. Tawn 

Biometrika. 2014. DOI : 10.1093/biomet/ast042.

Space-time modelling of extreme events

R. Huser; A. C. Davison 

Journal Of The Royal Statistical Society Series B-Statistical Methodology. 2014. DOI : 10.1111/rssb.12035.

2013

Bayesian Semiparametrics for Modelling the Clustering of Extreme Values

T. Lugrin 

2013.

A new representation for multivariate tail probabilities

J. L. Wadsworth; J. A. Tawn 

Bernoulli. 2013. DOI : 10.3150/12-Bej471.

Nonstationary Positive Definite Tapering On The Plane

E. Anderes; R. Huser; D. Nychka; M. Coram 

Journal Of Computational And Graphical Statistics. 2013. DOI : 10.1080/10618600.2012.729982.

Threshold modeling of extreme spatial rainfall

E. Thibaud; R. Mutzner; A. C. Davison 

Water Resources Research. 2013. DOI : 10.1002/wrcr.20329.

From pointwise testing to a regional vision: An integrated statistical approach to detect nonstationarity in extreme daily rainfall. Application to the Sahelian region

G. Panthou; T. Vischel; T. Lebel; G. Quantin; A-C. F. Pugin et al. 

Journal Of Geophysical Research-Atmospheres. 2013. DOI : 10.1002/jgrd.50340.

Geostatistics of Dependent and Asymptotically Independent Extremes

A. C. Davison; R. Huser; E. Thibaud 

Mathematical Geosciences. 2013. DOI : 10.1007/s11004-013-9469-y.

Statistical Modeling and Inference for Spatio-Temporal Extremes

R. Huser / A. C. Davison (Dir.)  

Lausanne: EPFL, 2013. DOI : 10.5075/epfl-thesis-5946.

Composite likelihood estimation for the Brown--Resnick process

R. Huser; A. C. Davison 

Biometrika. 2013. DOI : 10.1093/biomet/ass089.

Spectral modeling of time series with missing data

P. C. Rodrigues; M. De Carvalho 

Applied Mathematical Modelling. 2013. DOI : 10.1016/j.apm.2012.09.040.

On the relationship between total ozone and atmospheric dynamics and chemistry at mid-latitudes - Part 2: The effects of the El Nino/Southern Oscillation, volcanic eruptions and contributions of atmospheric dynamics and chemistry to long-term total ozone changes

H. E. Rieder; L. Frossard; M. Ribatet; J. Staehelin; J. A. Maeder et al. 

Atmospheric Chemistry And Physics. 2013. DOI : 10.5194/acp-13-165-2013.

On the relationship between total ozone and atmospheric dynamics and chemistry at mid-latitudes - Part 1: Statistical models and spatial fingerprints of atmospheric dynamics and chemistry

L. Frossard; H. E. Rieder; M. Ribatet; J. Staehelin; J. A. Maeder et al. 

Atmospheric Chemistry And Physics. 2013. DOI : 10.5194/acp-13-147-2013.

A Euclidean Likelihood Estimator for Bivariate Tail Dependence

M. de Carvalho; B. Oumow; J. J. Segers; M. Warchoł 

Communications in Statistics – Theory and Methods. 2013. DOI : 10.1080/03610926.2012.709905.

2012

Open Support Platform for Environmental Research (OSPER)-tools for the discovery and exploitation of environmental data

N. Dawes; M. Lehning; M. Bavay; S. Sofiane; I. Iosifescu et al. 

2012. AGU Fall Meeting.

Anti-glycan antibodies in epithelial ovarian cancer

F. Jacob; D. Goldstein; T. Pochechueva; B. W. C. Tse; N. V. Bovin et al. 

2012.  p. S29-S29.

Extreme rainfall in West Africa: A regional modeling

G. Panthou; T. Vischel; T. Lebel; J. Blanchet; G. Quantin et al. 

Water Resources Research. 2012. DOI : 10.1029/2012Wr012052.

Extremes: spatial parametric modeling

A. C. Davison 

Encyclopedia of Environmetrics Second Edition; Chichester, UK: John Wiley, 2012. p. 984-990.

Modelling Time Series Extremes

V. Chavez-Demoulin; A. C. Davison 

Revstat-Statistical Journal. 2012. 

Bivariate Extreme Statistics, Ii

M. de Carvalho; A. Ramos 

Revstat-Statistical Journal. 2012. 

Statistical Modeling of Spatial Extremes

A. C. Davison; S. A. Padoan; M. Ribatet 

Statistical Science. 2012. DOI : 10.1214/11-STS376.

Digging out the PPP hypothesis: an integrated empirical coverage

M. de Carvalho; P. Julio 

Empirical Economics. 2012. DOI : 10.1007/s00181-010-0441-0.

High-Dimensional Bayesian Clustering with Variable Selection: The R Package bclus

V. P. Nia; A. C. Davison 

Journal Of Statistical Software. 2012. 

A case study of a "Dragon-King": The 1999 Venezuelan catastrophe

M. Sueveges; A. C. Davison 

European Physical Journal-Special Topics. 2012. DOI : 10.1140/epjst/e2012-01566-6.

Diabetes imaging — quantitative assessment of islets of Langerhans distribution in murine pancreas using extended-focus optical coherence microscopy

C. Berclaz; J. Goulley; M. Villiger; A. Bouwens; E. Martin-williams et al. 

Biomedical Optics Express. 2012. DOI : 10.1364/BOE.3.001365.

A dimension reduction technique for estimation in linear mixed models

M. de Carvalho; M. Fonseca; M. Oliveira; J. T. Mexia 

2012. Conference of the LinStat, Tomar, PORTUGAL, Jul 27-31, 2010. p. 219-226. DOI : 10.1080/00949655.2011.604032.

Statistical modelling of ground temperature in mountain permafrost

J. Blanchet; A. C. Davison 

Proceedings Of The Royal Society A-Mathematical Physical And Engineering Sciences. 2012. DOI : 10.1098/rspa.2011.0615.

Tracking the US business cycle with a singular spectrum analysis

M. de Carvalho; P. C. Rodrigues; A. Rua 

Economics Letters. 2012. DOI : 10.1016/j.econlet.2011.09.007.

From sensor networks to connected analysis tools

N. Dawes; M. Bavay; T. Egger; S. Sarni; A. Salehi et al. 

2012. European Geosciences Union General Assembly 2012, Vienna, Austria, April 22-27, 2012.

Serum antiglycan antibody detection of nonmucinous ovarian cancers by using a printed glycan array

F. Jacob; D. R. Goldstein; N. V. Bovin; T. Pochechueva; M. Spengler et al. 

International Journal Of Cancer. 2012. DOI : 10.1002/ijc.26002.

A generalization of the Solis-Wets method

M. de Carvalho 

Journal Of Statistical Planning And Inference. 2012. DOI : 10.1016/j.jspi.2011.08.016.

Bayesian inference from composite likelihoods, with an application to spatial extremes

M. Ribatet; D. Cooley; A. C. Davison 

Statistica Sinica. 2012. DOI : 10.5705/ss.2009.248.

Geostatistics of extremes

A. C. Davison; M. M. Gholamrezaee 

Proceedings of the Royal Society of London Series A: Mathematical and Physical Sciences. 2012. DOI : 10.1098/rspa.2011.0412.

Statistical Analysis of Mountain Permafrost Temperatures

E. Zenklusen Mutter / A. C. Davison; M. Phillips (Dir.)  

Lausanne: EPFL, 2012. DOI : 10.5075/epfl-thesis-5270.

2011

Comparison of printed glycan array, suspension array and ELISA in the detection of human anti-glycan antibodies

T. Pochechueva; F. Jacob; D. R. Goldstein; M. E. Huflejt; A. Chinarev et al. 

Glycoconjugate Journal. 2011. DOI : 10.1007/s10719-011-9349-y.

Discussion of the papers by Dankers and Feyen, Cooley, and Keef

A. C. Davison 

2011. International Statistical Institute, Dublin, Ireland, August 21-26, 2011.

Long-term changes in annual maximum snow depth and snowfall in Switzerland based on extreme value statistics

C. Marty; J. Blanchet 

Climatic Change. 2011. DOI : 10.1007/s10584-011-0159-9.

SpaCEM(3): a software for biological module detection when data is incomplete, high dimensional and dependent

M. Vignes; J. Blanchet; D. Leroux; F. Forbes 

Bioinformatics. 2011. DOI : 10.1093/bioinformatics/btr034.

Extreme temperature analysis under forest cover compared to an open field

J. Ferrez; A. C. Davison; M. Rebetez 

Agricultural And Forest Meteorology. 2011. DOI : 10.1016/j.agrformet.2011.03.005.

No benefit from combining HE4 and CA125 as ovarian tumor markers in a clinical setting

F. Jacob; M. Meier; R. Caduff; D. Goldstein; T. Pochechueva et al. 

Gynecologic Oncology. 2011. DOI : 10.1016/j.ygyno.2011.02.022.

Discussion of `Threshold modelling of spatially dependent non-stationary extremes with application to hurricane-induced wave heights' by P. J. Northrop and P. Jonathan

V. Chavez-Demoulin; A. C. Davison; L. Frossard 

Environmetrics. 2011. DOI : 10.1002/env.1125.

Spatial modelling of extreme snow depth

J. Blanchet; A. C. Davison 

Annals of Applied Statistics. 2011. DOI : 10.1214/11-AOAS464.

Hierarchical wavelet modelling of environmental sensor data

Y. Ruffieux; A. C. Davison 

Brazilian Journal of Probability and Statistics. 2011. DOI : 10.1214/11-BJPS154.

Comparison of Models for Olfactometer Data

A. C. Davison; I. Ricard 

Journal of Agricultural, Biological, and Environmental Statistics. 2011. DOI : 10.1007/s13253-010-0042-6.

Statistics of extremes

M. Lovric; A. C. Davison 

International Encyclopedia of Statistical Science; new York: Springer, 2011. p. 1484--1487.

2010

Revisiting the Edge, Ten Years On

V. Chavez-Demoulin; P. Embrechts 

Communications In Statistics-Theory And Methods. 2010. DOI : 10.1080/03610920902822670.

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

L. Shi; G. Campbell; W. D. Jones; F. Campagne; Z. Wen et al. 

Nature Biotechnology. 2010. DOI : 10.1038/nbt.1665.

Relationship between high daily erythemal UV doses, total ozone, surface albedo and cloudiness: An analysis of 30 years of data from Switzerland and Austria

H. E. Rieder; J. Staehelin; P. Weihs; L. Vuilleumier; J. A. Maeder et al. 

Atmospheric Research. 2010. DOI : 10.1016/j.atmosres.2010.03.006.

The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

L. Shi; G. Campbell; W. D. Jones; F. Campagne; Z. Wen et al. 

Pharmacogenomics Journal. 2010. DOI : 10.1038/nbt.1665.

Mapping snow depth return levels: smooth spatial modeling versus station interpolation

J. Blanchet; M. Lehning 

Hydrology and Earth System Sciences. 2010. DOI : 10.5194/hess-14-2527-2010.

Extreme events in total ozone over Arosa---Part 2: Fingerprints of atmospheric dynamics and chemistry and effects on mean values and long-term changes

H. E. Rieder; J. Staehelin; J. A. Maeder; T. Peter; M. Ribatet et al. 

Atmospheric Chemistry and Physics. 2010. DOI : 10.5194/acp-10-10033-2010.

Extreme events in total ozone over Arosa---Part 1: Application of extreme value theory

H. E. Rieder; J. Staehelin; J. A. Maeder; T. Peter; M. Ribatet et al. 

Atmospheric Chemistry and Physics. 2010. DOI : 10.5194/acp-10-10021-2010.

Bayesian modelling for matching and alignment of biomolecules

P. J. Green; K. V. Mardia; V. B. Nyirongo; Y. Ruffieux 

The Oxford Handbook of Applied Bayesian Analysis; Oxford: Oxford University Press, 2010. p. 27-50.

Likelihood-Based Inference for Max-Stable Processes

S. A. Padoan; M. Ribatet; S. A. Sisson 

Journal of the American Statistical Association. 2010. DOI : 10.1198/jasa.2009.tm08577.

Effects of Rewarding and Unrewarding Experiences on the Response to Host-induced Plant Odors of the Generalist Parasitoid Cotesia marginiventris (Hymenoptera: Braconidae)

A. Costa; I. Ricard; A. C. Davison; T. C. J. Turlings 

Journal of Insect Behavior. 2010. DOI : 10.1007/s10905-010-9215-y.

Geostatistics of Extremes

M. M. Gholam Rezaee / A. C. Davison (Dir.)  

Lausanne: EPFL, 2010. DOI : 10.5075/epfl-thesis-4844.

Three Examples of Accurate Likelihood Inference

C. Lozada-Can; A. C. Davison 

American Statistician. 2010. DOI : 10.1198/tast.2010.09004.

Model misspecification in peaks over threshold analysis

M. Süveges; A. C. Davison 

The Annals of Applied Statistics. 2010. DOI : 10.1214/09-AOAS292.

Curvature and Strength of Ni-YSZ Solid Oxide Half-cells after RedOx Treatments

A. Faes; H. L. Frandsen; A. Kaiser; D. R. Goldstein; M. Pihlatie 

Journal of Fuel Cells Science and Technology. 2010. DOI : 10.1115/1.4001019.

2009

Global sensitivity analysis of computer models with functional inputs

B. Iooss; M. Ribatet 

2009. 5th International Conference on Sensitivity Analysis of Model Output (SAMO 2007), Budapest, HUNGARY, Jun 18-22, 2007. p. 1194-1204. DOI : 10.1016/j.ress.2008.09.010.

The radial plot in meta-analysis: approximations and applications

J. Copas; C. Lozada-Can 

Journal Of The Royal Statistical Society Series C-Applied Statistics. 2009. DOI : 10.1111/j.1467-9876.2008.00650.x.

Proteogenomic studies in epithelial ovarian cancer: established knowledge and future needs

F. Jacob; D. R. Goldstein; D. Fink; V. Heinzelmann-Schwarz 

Biomarkers In Medicine. 2009. DOI : 10.2217/BMM.09.48.

A note on the representation of parametric models for multivariate extremes

M-O. Boldi 

Extremes. 2009. DOI : 10.1007/s10687-008-0076-0.

Fast high-dimensional Bayesian classification and clustering

V. Partovi Nia / A. C. Davison (Dir.)  

Lausanne: EPFL, 2009. DOI : 10.5075/epfl-thesis-4482.

Stochastic modelling of prey depletion processes

T. Clerc; A. C. Davison; L-F. Bersier 

Journal of Theoretical Biology. 2009. DOI : 10.1016/j.jtbi.2009.04.017.

Saddlepoint approximation for mixture models

A. C. Davison; D. Mastropietro 

Biometrika. 2009. DOI : 10.1093/biomet/asp022.

Statistical analysis of clusters of extreme events

M. Süveges / A. C. Davison (Dir.)  

Lausanne: EPFL, 2009. DOI : 10.5075/epfl-thesis-4312.

Alignment of Multiple Configurations Using Hierarchical Models

Y. Ruffieux; P. J. Green 

Journal of Computational and Graphical Statistics. 2009. DOI : 10.1198/jcgs.2009.07048.

2008

Entrainment and motion of coarse particles in a shallow water stream down a steep slope

C. Ancey; A. C. Davison; T. B. Böhm; M. Jodeau; P. FREY 

Journal of Fluid Mechanics. 2008. DOI : 10.1017/S0022112007008774.

A tutorial on adaptive MCMC

C. Andrieu; J. Thoms 

Statistics And Computing. 2008. DOI : 10.1007/s11222-008-9110-y.

Quality Assessment for Short Oligonucleotide Microarray Data: Comment

D. R. Goldstein 

Technometrics. 2008. DOI : 10.1198/004017008000000370.

Accurate parametric inference for small samples

A. R. Brazzale; A. C. Davison 

Statistical Science. 2008. DOI : 10.1214/08-STS273.

The Banff challenge: Statistical detection of a noisy signal

A. C. Davison; N. Sartori 

Statistical Science. 2008. DOI : 10.1214/08-STS260.

A Consistent Confidence Interval for Fuzzy Capability Index

A. Parchami; M. Mashinchi; V. Partovi Nia 

Applied and Computational Mathematics. 2008. 

Statistical methods for insect choice experiments

I. Ricard / A. C. Davison (Dir.)  

Lausanne: EPFL, 2008. DOI : 10.5075/epfl-thesis-4020.

2007

Some challenges for statistics

A. C. Davison 

Statistical Methods and Applications. 2007. DOI : 10.1007/s10260-007-0079-z.

Conserved oviposition preferences in alpine leaf beetle populations despite host shifts and isolation

A. Verdon; N. Margraf; A. C. Davison; M. Rahier; R. E. Naisbit 

Ecological Entomology. 2007. DOI : 10.1111/j.1365-2311.2006.00842.x.

A mixture model for multivariate extremes

M-O. Boldi; A. C. Davison 

Journal of the Royal Statistical Society, series B. 2007. DOI : 10.1111/j.1467-9868.2007.00585.x.

Reliable confidence intervals in quantitative genetics: Narrow-sense heritability

T. Fabbro; A. C. Davison; T. Steinger 

Theoretical and Applied Genetics. 2007. DOI : 10.1007/s00122-007-0619-9.

Some Basic Functions for Tree Representations of Bayesian Markov Chain Monte Carlo Clustering

A. Chaudhary; V. Partovi Nia; A. C. Davison 

2007

Hierarchical wavelet modelling of environmental sensor data

Y. Ruffieux; A. C. Davison 

2007

Rapid Classification of Phenotypic Mutants of Arabidopsis via Metabolite Fingerprinting

G. Messerli; V. Partovi Nia; M. Trevisan; A. Kolbe; N. Schauer et al. 

Plant Physiology. 2007. DOI : 10.1104/pp.106.090795.

Likelihood estimation of the extremal index

M. Suveges 

Extreme-Value Analysis, Bern, Switzerland, 23-27 July 2007.

Likelihood estimation of the extremal index

M. Suveges 

Statistics of Extremes and Environmental Risk, Lisbon, Portugal, 14-18 February 2007.

Likelihood estimation of the extremal index

M. Süveges 

Extremes. 2007. 

An Intorduction to the Interface Between C and R

A. Chaudhary 

2007

Applied Asymptotics: Case Studies in Small-Sample Statistics

A. R. Brazzale; A. C. Davison; N. Reid 

Cambridge: Cambridge University Press, 2007.

Resamping variance estimation in surveys with missing data

A. C. Davison; S. Sardy 

Journal of Offical Statistics. 2007. 

Statistical inference for olfactometer data

I. Ricard; A. C. Davison 

Applied Statistics. 2007. DOI : 10.1111/j.1467-9876.2007.00588.x.

2006

Clustering of extreme temperatures from 1772 to 2004

M. Suveges; A. C. Davison 

Global Change Day 2006, Bern, Switzerland, 20 April 2006.

Survival and Censored Data

L. Samartzis 

2006

Méthodes de rééchantillonnage pour l'estimation de variance

A. C. Davison; S. Sardy 

Journal de la Société Française de Statistique. 2006. 

Bootstrap diagnostics and remedies

A. J. Canty; A. C. Davison; D. V. Hinkley; V. Ventura 

Canadian Journal of Statistics. 2006. 

Assessment and analysis of mechanical allodynia-like behaviour induced by spared nerve injury (SNI) in the mouse

A-F. Bourquin; M. Süveges; M. Pertin; N. Gilliard; S. Sardy et al. 

Pain. 2006. DOI : 10.1016/j.pain.2005.10.036.

A comparison of naive and conditioned responses of three generalist endoparasitoids of lepidopteran larvae to host-induced plant odours

C. Tamò; I. Ricard; M. Held; A. C. Davison; T. C. J. Turlings 

Animal Biology. 2006. 

Bayesian forecasting of grape moth emergence

M-A. Moravie; A. C. Davison; D. Pasquier; P-J. Charmillot 

Ecological Modelling. 2006. 

A Laplace mixture model for the identification of differential expression in microarrays

D. Bhowmick; A. C. Davison; D. R. Goldstein; Y. Ruffieux 

Biostatistics. 2006. DOI : 10.1093/biostatistics/kxj032.

Improved likelihood inference for discrete data

A. C. Davison; D. A. S. Fraser; N. Reid 

Journal of the Royal Statistical Society series B. 2006. DOI : 10.1111/j.1467-9868.2006.00548.x.

Bayesian risk analysis of financial time series

C. Osinski / A. C. Davison (Dir.)  

Lausanne: EPFL, 2006. DOI : 10.5075/epfl-thesis-3470.

2005

Identification of molecular apocrine breast tumours by microarray analysis

P. Farmer; H. Bonnefoi; V. Becette; M. Tubiana-Hulin; P. Fumoleau et al. 

Oncogene. 2005. DOI : 10.1038/sj.onc.1208561.

Saddlepoint approximations to studentized bootstrap distributions based on M-estimates

D. Kuonen 

Computational Statistics. 2005. 

Studentized bootstrap confidence intervals based on M-estimates

D. Kuonen 

Journal of Applied Statistics. 2005. DOI : 10.1080/02664760500079340.

Generalized monotone additive latent variable models

M-P. Victoria-Feser; S. Sardy 

2005

Comparison of Meta-analysis to Combined Analysis of a Replicated Microarray Study

D. R. Goldstein; M. Delorenzi; R. Luthi-Carter; T. Sengstag 

Meta-analysis and Combining Information in Genetics; Chapman&Hall/CRC, 2005. p. to appear.

The evaluation of evidence in the forensic investigation of fire incidents (Part II): Practical examples of the use of Bayesian networks

A. Biedermann; F. Taroni; O. Delemont; C. Semadeni; A. C. Davison 

Forensic Science International. 2005. 

The evaluation of evidence in the forensic investigation of fire incidents (Part I): An approach using Bayesian networks

A. Biedermann; F. Taroni; O. Delemont; C. Semadeni; A. C. Davison 

Forensic Science International. 2005. 

Gene Expression Measurements by Quantitative Real-time PCR Depends on Short Amplicons and a Proper Normalization

J. Antonov; D. R. Goldstein; A. Oberli; A. Baltzer; M. Pirotta et al. 

Laboratory Investigation. 2005. DOI : 10.1038/labinvest.3700303.

Celebrating Statistics: Papers in Honour of Sir David Cox on the Occasion of his 80th Birthday

A. C. Davison; Y. Dodge; N. Wermuth 

Oxford, UK: Oxford University Press, 2005.

Bootstrap methods

A. J. Canty; A. C. Davison 

Encyclopedia of Statistics in the Behavioural Sciences; Wiley, 2005. p. 169-176.

A point process approach to value-at-risk estimation

V. Chavez-Demoulin; A. C. Davison; A. J. McNeil 

Quantitative Finance. 2005. DOI : 10.1080/14697680500039613.

Generalized additive models for sample extremes

V. Chavez-Demoulin; A. C. Davison 

Applied Statistics. 2005. 

2004

Numerical integration is an art, not a science

D. Kuonen 

Bulletin of the International Society for Bayesian Analysis. 2004. 

Resampling-based variance estimation in DACSEIS with application to the Swiss Household Budget Survey

A. Davison; S. Sardy 

2004. 

A six-arm olfactometer permitting simultaneous observation of insect attraction and odour trapping

T. C. J. Turlings; C. Tamo; A. C. Davison 

Physiological Entomology. 2004. DOI : 10.1111/j.1365-3032.2004.0362.x.

AMlet, RAMlet and GAMlet: Automatic nonlinear fitting of additive models, robust and generalized with wavelets

S. Sardy; P. Tseng 

Journal of Computational and Graphical Statistics. 2004. 

On the statistical analysis of smoothing by maximizing dirty Markov random field posterior distributions

S. Sardy; P. Tseng 

Journal of the American Statistical Association. 2004. 

Structure and inferred dynamics of a large grove of Microberlinia bisulcata trees in central African rain forest: the possible role of periods of multiple disturbance events

D. M. Newbery; X. M. van der Burgt; M-A. Moravie 

Journal of Tropical Ecology. 2004. 

Unraveling Lipid Metabolism with Micorarrays

D. R. Goldstein; M. Delorenzi 

Statistical Design and Data Analysis for Microarray Experiments; Dekker, 2004.

Posterior probability intervals in Bayesian wavelet estimation

C. Semadeni; A. C. Davison; D. V. Hinkley 

Biometrika. 2004. DOI : 10.1093/biomet/91.2.497.

Order statistics

A. C. Davison; F. Dorsaz 

Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.

Normal Scores

A. C. Davison 

Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.

Extreme values

A. C. Davison 

Encyclopedia of Biostatistics; Wiley, 2004. p. online edition.

Automatic smoothing with wavelets for a wide class of distributions

S. Sardy; A. Antoniadis; P. Tseng 

Journal of Computational and Graphical Statistics. 2004. 

Mixture models for multivariate extremes

M-O. Boldi / A. C. Davison (Dir.)  

Lausanne: EPFL, 2004. DOI : 10.5075/epfl-thesis-3098.

2003

Natural variation in baseline data: when do we call a new sample ‘resistant’?

L. Schaub; S. Sardy; G. Capkun 

2003. 

Resampling-based variance estimation in DACSEIS

A. C. Davison; S. Sardy 

Bulletin of the International Statistical Institute: Data quality in complex surveys, Berlin. 2003. 

Discussion of Wakefield, J. (2004) Ecological inference for 2x2 tables

A. C. Davison; C. Semadeni 

Journal of the Royal Statistical Society series A. 2003. 

Discussion of Kong, A., McCullagh, P., Nicolae, D., Tan, Z., and Meng, X.-L. (2003) A theory of statistical models for Monte Carlo integration

A. C. Davison 

Journal of the Royal Statistical Society series B. 2003. 

Discussion of Heffernan, J. and Tawn, J. A. (2004) A conditional approach for multivariate extreme values

M-O. Boldi; A. C. Davison 

Journal of the Royal Statistical Society series B. 2003. 

Non-parametric bootstrap confidence intervals for the intraclass correlation coefficient

O. C. Ukoumunne; A. C. Davison; M. C. Gulliford; S. Chinn 

Statistics in Medicine. 2003. DOI : 10.1002/sim.1643.

Topographic variation and stand heterogeneity in a wet evergreen forest of India

M-A. Moravie; A. Robert 

Journal of Tropical Ecology. 2003. 

A model to assess relationships between forest dynamics and spatial structure

M-A. Moravie; A. Robert 

Journal of Vegetation Science. 2003. 

Numerical integration in S-PLUS or R: a survey

D. Kuonen 

Journal of Statistical Software. 2003. 

Extensions to a score test for genetic linkage with identity by descent data

S. Dudoit; D. R. Goldstein 

Science and Statistics: A Festschrift for Terry Speed, Institute of Mathematical Statistics, Lecture Notes --- Monograph Series; 2003. p. 307-319.

Household smoking behavior and ETS exposure among children with asthma in low-income, minority households

B. A. Berman; G. C. Wong; R. Bastani; T. Hoang; C. Jones et al. 

Addictive Behaviors. 2003. DOI : 10.1016/S0306-4603(01)00221-0.

Science and Statistics: A Festschrift for Terry Speed

D. R. Goldstein 

A brief introduction to genetics; Institute of Mathematical Statistics, Lecture Notes - Monograph Series, 2003. p. 231-236.

The Oxford Dictionary of Statistical Terms

D. R. Cox; D. Commenges; A. C. Davison; P. J. Solomon; S. R. Wilson 

The Oxford Dictionary of Statistical Terms; Oxford University Press, 2003.

Recent developments in bootstrap methodology

A. C. Davison; D. V. Hinkley; G. A. Young 

Statistical Science. 2003. 

Statistical Models

A. C. Davison 

Cambridge: Cambridge University Press, 2003.

A note on model uncertainty in linear regression

C. Candolo; A. C. Davison; C. G. B. Demétrio 

The Statistician. 2003. 

2002

Performance of quantitative versus passive investing: a comparison in global markets

R. C. Dalang; C. Osinski; W. Marty 

The Journal of Performance Measurement. 2002. 

Discussion of K. W. Broman and T. P. Speed (2002) A model selection approach for the identification of quantitative trait loci in experimental crosses and G. Parmigiani, E. S. Garrett, R. Anbazhagan, and E. Gabrielson (2002) A statistical framework for expression-based molecular classification in cancer

D. R. Goldstein 

Journal of the Royal Statistical Society series B. 2002. 

An introduction to the bootstrap with applications in R

A. C. Davison; D. Kuonen 

Statistical Computing and Graphics Newsletter. 2002. 

Statistical Data Analysis Based on the L1-Norm and Related Methods

S. Sardy; C. Bilat; P. Tseng; V. Chavez-Demoulin 

A comparison between $L_1$ Markov random field-based and wavelet-based estimators; Birkhäuser, 2002. p. 395-403.

Effects of dinoseb on the entire life-cycle of Daphnia magna. Part II: Modelling of survival and proposal of an alternative to No-Observed-Effect-Concentration (NOEC)

N. Chèvre; K. Becker-van Slooten; J. Tarradellas; A. R. Brazzale; R. Behra et al. 

Environmental Toxicology and Chemistry. 2002. 

Empirical supremum rejection sampling

B. Caffo; J. G. Booth; A. C. Davison 

Biometrika. 2002. DOI : 10.1093/biomet/89.4.745.

Local models for exploratory analysis of hydrological extremes

N. I. Ramesh; A. C. Davison 

Journal of Hydrology. 2002. 

Saddlepoint approximations as smoothers

A. C. Davison; S. Wang 

Biometrika. 2002. DOI : 10.1093/biomet/89.4.933.

Natural variation in baseline data: when do we call a new sample "resistant"?

L. Schaub; S. Sardy; G. Capkun 

Pest Management Science. 2002. DOI : 10.1002/ps.561.

2001

R - un exemple du succès des modèles libres

D. Kuonen; V. Chavez-Demoulin 

Flash Informatique. 2001. 

Data mining avec R dans un monde libre

R. Furrer; D. Kuonen 

Flash Informatique Spécial Été. 2001. 

GRASS GIS et R : main dans la main dans un monde libre

R. Furrer; D. Kuonen 

Flash Informatique Spécial Été. 2001. 

Robust wavelet denoising

S. Sardy; P. Tseng; A. Bruce 

IEEE Transactions on Signal Processing. 2001. DOI : 10.1109/78.923297.

Identity-by-descent sharing using Markov chain Monte Carlo in subsets of the asthma Hutterite pedigree

C. M. Greenwood; A. Bureau; J. C. Loredo-Osti; N. M. Roslin; M. J. Crumley et al. 

Genetic Epidemiology. 2001. 

Power and robustness of a score test for linkage analysis of quantitative traits using identity by descent data on sib pairs

D. R. Goldstein; S. Dudoit; T. P. Speed 

Genetic Epidemiology. 2001. DOI : 10.1002/gepi.1011.

Statistical issues in the clustering of gene expression data

D. R. Goldstein; D. Ghosh; E. M. Conlon 

Statistica Sinica. 2001. 

T cell responses to highly active antiretroviral therapy defined by chemokine receptors expression, cytokine production, T cell receptor repertoire and anti-HIV T-lymphocyte activity

A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. 

Clinical and Experimental Immunology. 2001. DOI : 10.1046/j.1365-2249.2001.01502.x.

T-cell immune activation in children with vertically transmitted hepatitis C virus infection

A. Giovannetti; F. Mazzetta; R. Coviello; A. M. Casadei; S. Mattia et al. 

Viral Immunology. 2001. 

A wolf habitat suitability prediction study in Valais (Switzerland)

C. Glenz; A. Massolo; D. Kuonen; R. Schlaepfer 

Landscape and Urban Planning. 2001. DOI : 10.1016/S0169-2046(01)00119-0.

A computer algebra package for approximate conditional inference

R. Bellio; A. Brazzale 

Statistics and Computing. 2001. DOI : 10.1023/A:1026501714434.

Biometrika centenary: Theory and general methodology

A. C. Davison 

Biometrika. 2001. DOI : 10.1093/biomet/88.1.13.

Regression diagnostics

A. C. Davison 

Encyclopedia of Environmetrics; Wiley, 2001. p. 1728-1733.

A Robust Rainfall-Runoff Transfer Model

G. Capkun; A. C. Davison; A. Musy 

Water Resources Research. 2001. DOI : 10.1029/2001WR000295.

Computer-intensive statistical methods

D. Kuonen / A. C. Davison (Dir.)  

Lausanne: EPFL, 2001. DOI : 10.5075/epfl-thesis-2449.

2000

Intervalles de confiance bootstrap studentisésbasés sur des M-estimateurs robustes utilisant des approximationsde point de selle

D. Kuonen 

2000.  p. 501-502.

Contemporary evaluation of T cell subsets, chemokine receptors expression, cytokine production, anti-HIV cytotoxic activity and TCR V-beta repertoire in HIV-1-infected individuals during HAART

A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. 

2000. 

T cell responses to highly active antiretroviral therapy defined by chemokine receptors expression, cytokine production, T cell receptor repertoire and anti-HIV T-lymphocyte activity

A. Giovannetti; M. Pierdominici; F. Mazzetta; S. Salemi; M. Marziali et al. 

2000. 

Improvement of CD4, but not CD8, TCR BV repertoire after HAART

A. Giovannetti; D. Kuonen; F. Mazzetta; F. Iebba; E. A. Lusi et al. 

2000. 

Contribution to the discussion of `The estimating function bootstrap' by F. Hu and J. D. Kalbfleisch

A. J. Canty; A. C. Davison 

Canadian Journal of Statistics. 2000. 

Minimax threshold for denoising complex signals with Waveshrink

S. Sardy 

IEEE Transactions on Signal Processing. 2000. DOI : 10.1109/78.827536.

A familial risk profile for osteoporosis

L. B. Henderson; J. S. Adams; D. R. Goldstein; G. D. Braunstein; J. I. Rotter et al. 

Genetics in Medicine. 2000. 

Power of a score test for quantitative trait linkage analysis of relative pairs

D. R. Goldstein; S. Dudoit; T. P. Speed 

Genetic Epidemiology. 2000. DOI : 10.1002/1098-2272(2000)19:1+<::AID-GEPI13>3.0.CO;2-7.

Contemporary evaluation of T cell subsets, chemokine receptors expression, cytokine production, anti-HIV cytotoxic activity and TCR V-beta repertoire in HIV-1-infected individuals during HAART

A. Giovannetti; M. Pierdominici; F. Mazzetta; M. M. S. Salemi; D. Kuonen et al. 

Minerva Biotecnologica. 2000. 

Block coordinate relaxation methods for nonparametric wavelet denoising

S. Sardy; A. G. Bruce; P. Tseng 

Journal of Computational and Graphical Statistics. 2000. 

Was France's World Cup win pure chance?

D. Kuonen; A. S. A. Röhrl 

Student. 2000. 

Inference for the poly-Weibull model

A. C. Davison; F. Louzada-Neto 

The Statistician. 2000. 

A saddlepoint approximation for the collector's problem

D. Kuonen 

The American Statistician. 2000. 

Local likelihood smoothing of sample extremes

A. C. Davison; N. I. Ramesh 

Journal of the Royal Statistical Society series B. 2000. 

Wavestrapping time series: Adaptive wavelet-based bootstrapping

D. B. Percival; S. Sardy; A. C. Davison 

Nonlinear and Nonstationary Signal Processing; Cambridge University Press, 2000. p. 442-471.

Parallel processing in statistical computation

A. Röhrl / A. C. Davison (Dir.)  

Lausanne: EPFL, 2000. DOI : 10.5075/epfl-thesis-2273.

Practical small-sample parametric inference

A. R. Brazzale / A. C. Davison (Dir.)  

Lausanne: EPFL, 2000. DOI : 10.5075/epfl-thesis-2230.

1999

Wavelet de-noising for unequally spaced data

S. Sardy; A. G. Bruce; P. Tseng 

Statistics and Computing. 1999. DOI : 10.1023/A:1008818328241.

Resampling-based variance estimation for labour force surveys

A. J. Canty; A. C. Davison 

The Statistician. 1999. 

Saddlepoint approximations for distributions of quadratic forms in normal variables

D. Kuonen 

Biometrika. 1999. DOI : 10.1093/biomet/86.4.929.

The bootstrap: A tutorial

A. C. Davison; H. Friedl; A. Berghold; G. Kauermann 

1999.  p. 10-18.

Two problems in environmental statistics

V. Chavez / A. C. Davison (Dir.)  

Lausanne: EPFL, 1999. DOI : 10.5075/epfl-thesis-2082.

1998

Implementation of saddlepoint approximations in resampling problems

A. J. Canty; A. C. Davison 

Statistics and Computing. 1998. 

Extreme values

A. C. Davison 

Encyclopedia of Biostatistics; Wiley, 1998. p. 1463-1467.

1997

Bootstrap Methods and Their Application

A. C. Davison; D. V. Hinkley 

Cambridge: Cambridge University Press, 1997.

1996

Some models for discretized series of events

A. C. Davison; N. I. Ramesh 

Journal of the American Statistical Association. 1996. 

Reliable confidence intervals. Discussion of ``Bootstrap confidence intervals'', by T. J. DiCiccio and B. Efron

A. J. Canty; A. C. Davison; D. V. Hinkley 

Statistical Science. 1996. 

Implementation of saddlepoint approximations to bootstrap distributions

A. J. Canty; A. C. Davison; L. Billard; N. I. Fisher 

1996.  p. 248-253.